Interesting calculations!
Thanks for mentioning and reblogging my calculations!
However, I'm sure the AI didn't understand how it works with the guaranteed rare card in standard packs.
5,094 rare cards out of 3,258 packs is 31.2%. That's way too much. If you look at the print rate of Rebellion, there are 6 times as many rare cards as epics. Now that legendary potions also double epics, the factor should be 3.
Overall, the calculated surplus of rare cards should therefore be primarily distributed more among the common cards, which are the bottleneck in the calculation. This should ultimately lead to fewer packs being needed.
In any case, it is good to know that AI cannot yet replace 100% of the stochastic calculations of a scientist. Let's see how much longer...